Doc. Ing. Josef Schwarz, CSc.

OČENÁŠEK Jiří, SCHWARZ Josef a PELIKÁN Martin. Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper. In: Procceedings of GECCO 2003, USA. Chicago: Kluwer Verlag, 2003, s. 1247-1258. ISBN 3-540-40-603-4.
Jazyk publikace:angličtina
Název publikace:Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper
Název (cs):Design of Multithreaded Estimation of Distribution Algorithms. Genetic and Evolutionary Computation Conference GECCO-2003, Chicago, July 2003, accepted paper
Strany:1247-1258
Sborník:Procceedings of GECCO 2003, USA
Konference:Genetic and evolutionary computation conference
Místo vydání:Chicago, US
Rok:2003
ISBN:3-540-40-603-4
Vydavatel:Kluwer Verlag
Klíčová slova
Estimation of Distribution Algorithm, Multithreaded Mixed  Bayesian Oprtimization Algorithm, multithreaded processing, TRANSIM tool 
Anotace
This paper is focused on the parallel Estimation of Distribution algorithms. The proposed Multithreaded Mixed  Bayesian Optimization Algorithm (MMBOA) is intended for implementation on cluster of workstations that communicate by Message Passing Interface (MPI). Communication latency between workstations are eliminated by multithreaded processing, so in each workstation the high-priority model-building thread, which is communication demanding, can be overlapped by low-priority model sampling thread when neccessary. High performance of MMBOA is verified via simulation in TRANSIM tool 
BibTeX:
@INPROCEEDINGS{
   author = {Ji{\v{r}}{\'{i}} O{\v{c}}en{\'{a}}{\v{s}}ek and Josef
	Schwarz and Martin Pelik{\'{a}}n},
   title = {Design of Multithreaded Estimation of Distribution
	Algorithms. Genetic and Evolutionary Computation Conference
	GECCO-2003, Chicago, July 2003, accepted paper},
   pages = {1247--1258},
   booktitle = {Procceedings of GECCO 2003, USA},
   year = {2003},
   location = {Chicago, US},
   publisher = {Kluwer Verlag},
   ISBN = {3-540-40-603-4},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.cs?id=7189}
}

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